Profiling persistent tubercule bacilli from patient sputa during therapy predicts early drug efficacy

被引:36
作者
Honeyborne, Isobella [1 ]
McHugh, Timothy D. [1 ]
Kuittinen, Iitu [2 ]
Cichonska, Anna [2 ,3 ]
Evangelopoulos, Dimitrios [1 ]
Ronacher, Katharina [4 ,5 ]
van Helden, Paul D. [4 ,5 ]
Gillespie, Stephen H. [6 ]
Fernandez-Reyes, Delmiro [7 ,8 ]
Walzl, Gerhard [4 ,5 ]
Rousu, Juho [2 ]
Butcher, Philip D. [9 ]
Waddell, Simon J. [10 ]
机构
[1] UCL, Ctr Clin Microbiol, London NW3 2PF, England
[2] Aalto Univ, Helsinki Inst Informat Technol HIIT, Dept Comp Sci, Espoo, Finland
[3] Univ Helsinki, Inst Mol Med Finland FIMM, Helsinki, Finland
[4] Univ Stellenbosch, Dept Sci & Technol, Natl Res Fdn, Ctr Excellence Biomed TB Res, Western Cape, South Africa
[5] Univ Stellenbosch, Fac Med & Hlth Sci, MRC, Ctr TB Res,Div Mol Biol & Human Genet, Western Cape, South Africa
[6] Univ St Andrews, Med & Biol Sci Bldg, St Andrews KY16 9TF, Fife, Scotland
[7] UCL, Dept Comp Sci, Gower St, London WC1E 6BT, England
[8] Univ Ibadan, Univ Coll Hosp, Coll Med, Dept Paediat, Ibadan, Nigeria
[9] St Georges Univ London, Inst Infect & Immun, London SW17 0RE, England
[10] Univ Sussex, Brighton & Sussex Med Sch, Brighton BN1 9PX, E Sussex, England
基金
英国惠康基金; 英国医学研究理事会;
关键词
Mycobacterium tuberculosis; Sputum; Transcriptional profiling; Predictive biomarker; Persistent infection; MYCOBACTERIUM-TUBERCULOSIS; TRANSCRIPTIONAL ADAPTATION; EXPRESSION; GENE; METABOLISM; TIME; POPULATIONS; STABILITY; SELECTION; SURVIVAL;
D O I
10.1186/s12916-016-0609-3
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: New treatment options are needed to maintain and improve therapy for tuberculosis, which caused the death of 1.5 million people in 2013 despite potential for an 86 % treatment success rate. A greater understanding of Mycobacterium tuberculosis (M.tb) bacilli that persist through drug therapy will aid drug development programs. Predictive biomarkers for treatment efficacy are also a research priority. Methods and Results: Genome-wide transcriptional profiling was used to map the mRNA signatures of M.tb from the sputa of 15 patients before and 3, 7 and 14 days after the start of standard regimen drug treatment. The mRNA profiles of bacilli through the first 2 weeks of therapy reflected drug activity at 3 days with transcriptional signatures at days 7 and 14 consistent with reduced M.tb metabolic activity similar to the profile of pre-chemotherapy bacilli. These results suggest that a pre-existing drug-tolerant M.tb population dominates sputum before and after early drug treatment, and that the mRNA signature at day 3 marks the killing of a drug-sensitive sub-population of bacilli. Modelling patient indices of disease severity with bacterial gene expression patterns demonstrated that both microbiological and clinical parameters were reflected in the divergent M.tb responses and provided evidence that factors such as bacterial load and disease pathology influence the host-pathogen interplay and the phenotypic state of bacilli. Transcriptional signatures were also defined that predicted measures of early treatment success (rate of decline in bacterial load over 3 days, TB test positivity at 2 months, and bacterial load at 2 months). Conclusions: This study defines the transcriptional signature of M.tb bacilli that have been expectorated in sputum after two weeks of drug therapy, characterizing the phenotypic state of bacilli that persist through treatment. We demonstrate that variability in clinical manifestations of disease are detectable in bacterial sputa signatures, and that the changing M.tb mRNA profiles 0-2 weeks into chemotherapy predict the efficacy of treatment 6 weeks later. These observations advocate assaying dynamic bacterial phenotypes through drug therapy as biomarkers for treatment success.
引用
收藏
页数:13
相关论文
共 51 条
[1]   Diagnosis of Childhood Tuberculosis and Host RNA Expression in Africa [J].
Anderson, Suzanne T. ;
Kaforou, Myrsini ;
Brent, Andrew J. ;
Wright, Victoria J. ;
Banwell, Claire M. ;
Chagaluka, George ;
Crampin, Amelia C. ;
Dockrell, Hazel M. ;
French, Neil ;
Hamilton, Melissa S. ;
Hibberd, Martin L. ;
Kern, Florian ;
Langford, Paul R. ;
Ling, Ling ;
Mlotha, Rachel ;
Ottenhoff, Tom H. M. ;
Pienaar, Sandy ;
Pillay, Vashini ;
Scott, J. Anthony G. ;
Twahir, Hemed ;
Wilkinson, Robert J. ;
Coin, Lachlan J. ;
Heyderman, Robert S. ;
Levin, Michael ;
Eley, Brian .
NEW ENGLAND JOURNAL OF MEDICINE, 2014, 370 (18) :1712-1723
[2]  
[Anonymous], 2002, Principal components analysis
[3]  
[Anonymous], GLOB TUB REP
[4]   The spectrum of latent tuberculosis: rethinking the biology and intervention strategies [J].
Barry, Clifton E., III ;
Boshoff, Helena I. ;
Dartois, Veronique ;
Dick, Thomas ;
Ehrt, Sabine ;
Flynn, JoAnne ;
Schnappinger, Dirk ;
Wilkinson, Robert J. ;
Young, Douglas .
NATURE REVIEWS MICROBIOLOGY, 2009, 7 (12) :845-855
[5]  
Benator D, 2002, LANCET, V360, P528, DOI 10.1016/S0140-6736(02)09742-8
[6]   An interferon-inducible neutrophil-driven blood transcriptional signature in human tuberculosis [J].
Berry, Matthew P. R. ;
Graham, Christine M. ;
McNab, Finlay W. ;
Xu, Zhaohui ;
Bloch, Susannah A. A. ;
Oni, Tolu ;
Wilkinson, Katalin A. ;
Banchereau, Romain ;
Skinner, Jason ;
Wilkinson, Robert J. ;
Quinn, Charles ;
Blankenship, Derek ;
Dhawan, Ranju ;
Cush, John J. ;
Mejias, Asuncion ;
Ramilo, Octavio ;
Kon, Onn M. ;
Pascual, Virginia ;
Banchereau, Jacques ;
Chaussabel, Damien ;
O'Garra, Anne .
NATURE, 2010, 466 (7309) :973-U98
[7]   Evaluation of a nutrient starvation model of Mycobacterium tuberculosis persistence by gene and protein expression profiling [J].
Betts, JC ;
Lukey, PT ;
Robb, LC ;
McAdam, RA ;
Duncan, K .
MOLECULAR MICROBIOLOGY, 2002, 43 (03) :717-731
[8]   Structural and functional analysis of the transcriptional regulator Rv3066 of Mycobacterium tuberculosis [J].
Bolla, Jani Reddy ;
Do, Sylvia V. ;
Long, Feng ;
Dai, Lei ;
Su, Chih-Chia ;
Lei, Hsiang-Ting ;
Chen, Xiao ;
Gerkey, Jillian E. ;
Murphy, Daniel C. ;
Rajashankar, Kanagalaghatta R. ;
Zhang, Qijing ;
Yu, Edward W. .
NUCLEIC ACIDS RESEARCH, 2012, 40 (18) :9340-9355
[9]   The transcriptional responses of Mycobacterium tuberculosis to inhibitors of metabolism -: Novel insights into drug mechanisms of action [J].
Boshoff, HIM ;
Myers, TG ;
Copp, BR ;
McNeil, MR ;
Wilson, MA ;
Barry, CE .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2004, 279 (38) :40174-40184
[10]   Deciphering the biology of Mycobacterium tuberculosis from the complete genome sequence [J].
Cole, ST ;
Brosch, R ;
Parkhill, J ;
Garnier, T ;
Churcher, C ;
Harris, D ;
Gordon, SV ;
Eiglmeier, K ;
Gas, S ;
Barry, CE ;
Tekaia, F ;
Badcock, K ;
Basham, D ;
Brown, D ;
Chillingworth, T ;
Connor, R ;
Davies, R ;
Devlin, K ;
Feltwell, T ;
Gentles, S ;
Hamlin, N ;
Holroyd, S ;
Hornby, T ;
Jagels, K ;
Krogh, A ;
McLean, J ;
Moule, S ;
Murphy, L ;
Oliver, K ;
Osborne, J ;
Quail, MA ;
Rajandream, MA ;
Rogers, J ;
Rutter, S ;
Seeger, K ;
Skelton, J ;
Squares, R ;
Squares, S ;
Sulston, JE ;
Taylor, K ;
Whitehead, S ;
Barrell, BG .
NATURE, 1998, 393 (6685) :537-+